Data · dataset · 2026
Pressure-Control Mechanical Ventilation Signals from the VentyNet Prototype: Flow, Pressure, and Volume Time-Series Dataset
Listed in ScienceDB
Description
This dataset contains 72,878 high-resolution time-series samples of airway pressure, airflow, and lung volume obtained from a mechanical ventilator prototype developed within the VentyNet project at Universidad del Valle (Cali, Colombia).Experiments were conducted under Pressure-Control Ventilation (PCV) mode using constant simulated lung compliance across 14 controlled experimental scenarios with varying Peak Inspiratory Pressure (PIP), inspiratory-to-expiratory ratios, and respiratory frequencies.Signals were acquired at 23 Hz sampling frequency and stored in structured .xlsx format.
The ventilator incorporates adaptive compliance estimation and closed-loop pressure regulation.The dataset enables respiratory mechanics modeling, compliance estimation, system identification, and development of machine learning algorithms for intelligent mechanical ventilation control.No human patient data are included.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.27290 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Fluid mechanics and thermal engineering 72%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.27290 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4012 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |